{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "from scipy.fftpack import fft,ifft\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.pylab import mpl\n",
    "%matplotlib inline\n",
    "\n",
    "mpl.rcParams['font.sans-serif'] = ['SimHei']   #显示中文\n",
    "mpl.rcParams['axes.unicode_minus']=False       #显示负号\n",
    "\n",
    "# 设置图片尺寸 14\" x 7\"\n",
    "# rc: resource configuration\n",
    "plt.rc('figure', figsize = (14, 5))\n",
    "# 设置字体 14\n",
    "plt.rc('font', size = 14)\n",
    "# 不显示顶部和右侧的坐标线\n",
    "plt.rc('axes.spines', top = False, right = False)\n",
    "# 不显示网格\n",
    "plt.rc('axes', grid = False)\n",
    "# 设置背景颜色是白色\n",
    "plt.rc('axes', facecolor = 'white')\n",
    "from pandas import Series\n",
    "import math\n",
    "import os\n",
    "\n",
    "from sklearn import svm\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.decomposition import PCA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "allPdata=pd.read_csv(\"PositiveData.csv\",index_col=0)\n",
    "allNdata=pd.read_csv(\"NegativeData.csv\",index_col=0)\n",
    "# allTdata=pd.read_csv(\"test.csv\",index_col=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "train=pd.concat([allPdata,allNdata],axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "530"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train.shape[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "def handclf(flag,howbig,zhengfu,allTdata,handoutlineset):\n",
    "     if zhengfu == 1:\n",
    "        one=set(allTdata[allTdata[flag]>howbig].index)\n",
    "        handoutlineset=handoutlineset | one\n",
    "#         print(flag)\n",
    "#         print(len(handoutlineset))\n",
    "        allTdata=allTdata.drop(allTdata[allTdata[flag]>howbig].index,axis=0)\n",
    "#         print(allTdata.shape)\n",
    "        return handoutlineset,allTdata\n",
    "     if zhengfu == 0:\n",
    "        one=set(allTdata[allTdata[flag]<howbig].index)\n",
    "        handoutlineset=handoutlineset | one\n",
    "#         print(flag)\n",
    "#         print(len(handoutlineset))\n",
    "        allTdata=allTdata.drop(allTdata[allTdata[flag]<howbig].index,axis=0)\n",
    "#         print(allTdata.shape)\n",
    "        return handoutlineset,allTdata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "handoutline1=set()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "handoutline1,train=handclf('F_ai1_fft_frequency_mean',10,1,train,handoutline1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "528"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train.shape[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['F_ai2_time_mean', 'F_ai2_time_rms', 'F_ai2_time_skew',\n",
       "       'F_ai2_time_std', 'F_ai2_time_var', 'F_ai2_time_yudu',\n",
       "       'F_frequency_max_diff', 'F_frequency_max_mean',\n",
       "       'ai1_frequency_max_diff', 'ai1_frequency_max_mean',\n",
       "       'ai2_frequency_max_diff', 'ai2_frequency_max_mean', 'ratio_all',\n",
       "       'ratio_half'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train.columns[100:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [],
   "source": [
    "#标准化\n",
    "key1=['B_ai1_fft_frequency_base200_max','B_ai1_fft_frequency_var','B_ai1_fft_y_base200_max','B_ai1_fft_y_base2_max', 'B_ai1_fft_y_base_max', 'B_ai1_time_boxing', 'B_ai1_time_fengzhi', 'B_ai1_time_maichong','B_ai1_time_std','B_ai1_time_yudu','B_ai2_fft_frequency_var','B_ai2_fft_y_base_max','B_ai2_fft_y_max','B_ai2_time_boxing','B_ai2_time_kurt','B_ai2_time_mean','B_ai2_time_rms', 'B_ai2_time_std', 'F_ai1_fft_frequency_base_max','F_ai1_fft_frequency_mean', 'F_ai1_fft_frequency_var','F_ai1_fft_y_base200_max', 'F_ai1_fft_y_base2_max','F_ai1_fft_y_base3_max','F_ai1_time_boxing','F_ai1_time_fengzhi','F_ai1_time_kurt','F_ai1_time_maichong', 'F_ai1_time_std','F_ai1_time_yudu',  'F_ai2_fft_frequency_base2_max','F_ai2_fft_frequency_base2_max','F_ai2_fft_frequency_mean','F_ai2_fft_frequency_var','F_ai2_fft_y_base200_max', 'F_ai2_fft_y_max','F_ai2_time_boxing', 'F_ai2_time_fengzhi','F_ai2_time_kurt','F_ai2_time_maichong','F_ai2_time_mean','F_ai2_time_rms', 'F_ai2_time_std', 'F_ai2_time_yudu']\n",
    "#0-1和两个特殊值\n",
    "key2=['F_ai1_fft_frequency_low_other','F_ai1_ratio_base', 'F_ai1_ratio_base2','F_ai1_ratio_base3','F_ai2_fft_frequency_low_other','F_ai2_ratio_base', 'F_ai2_ratio_base2','F_ai2_ratio_base3']\n",
    "#归一化\n",
    "key3=[]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [],
   "source": [
    "key2=['F_ai1_fft_frequency_low_other','F_ai1_ratio_base', 'F_ai1_ratio_base2','F_ai1_ratio_base3','F_ai2_fft_frequency_low_other','F_ai2_ratio_base', 'F_ai2_ratio_base2','F_ai2_ratio_base3',]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [],
   "source": [
    "ratiolist=['F_ai1_ratio_base','F_ai1_ratio_base2','F_ai1_ratio_base3','F_ai2_ratio_base','F_ai2_ratio_base2','F_ai2_ratio_base3','B_ai1_ratio_base','B_ai1_ratio_base2','B_ai1_ratio_base3','B_ai2_ratio_base','B_ai1_ratio_base2','B_ai2_ratio_base3']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd8ce1438>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd9c2a2e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd9d6d080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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ce23/Nk1MrWeubfa0+5m3/xPXb79z+O1KkiRJ87Ru9Ur+9fVPXcwSGoedJt/Z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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd983b668>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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H8GBmHtymzxXApsx8S2P6icCNmXlsu23Ni7Bz5JFw770zL3vKU+Cee3rv32o9\nrfo0tfu5S77M+s1b269bkiRJGqLDli7hX972wrksoXbYqfOdnYOAu6cmskpHkxGxrG4f4BFgxvgX\nESsjYjwixjds2FCjnCG7777elvXTplWfpvn3G3QkSZI0x/am96R1ws5OYHvTvG3AaBd9WrbPzDWZ\nOZaZYytWrKhRzpAdcURvy/pp06pP0/wnLV3Sed2SJEnSEO1N70nrhJ2HgOYU8gRgRxd9OrWfPy6+\nGEZG9py/337Vsjr9R9vkwNHRPdczU58Z2l1w2tGM7FP7UztJkiRpoJaMLOKC046e6zJqqxN21gGn\nTE1ExFHAYqpAU6sPcBKwvpcCZ90558AVV1RXYJuyfHm9ixNM9V+zpvq+TUTVd/ny6venPGXPixPM\n1KdFuzNPOoxLf/VEli6ZIYzNkdGRfVg2WtXTbQybym2LGlcyb+7faXmr9S1dMvJ4TVN9ly4ZefxK\nIzNZNjrCq59zBIc1/lIxl5Gym/0eHdmn7X71077bdQ9SnW1P3U+HLV3Cq59zRM+Pi5m21c++d+o7\nzPt1kMe337HV6+N3qn3zz079+3kuUr3j3c/zZPPx7fSc3M/jpNO2uh2bpej2Pl2o91M7059nOr13\n6TTGezGo172ZNI+PqX0N/ut9VTS2PQ8uTtCVOhco2Be4H3hzZn4qIj4GHJqZL4+IpcCjmTnZ1Ocn\ngXuB04F/pboM9Z2Z+cZ225oXFyiQJEmSNJ/Vzt8d/89OZu6MiNcCV0XEZVSXEz+1sXgT8CxgvKnP\nxoj4feBLwI+BzVT/m0eSJEmSZkXHsAOQmddExFOBk4G1mflgY37LVJWZl0fEF4FjgK9m5mODKFiS\nJEmS6qgVdgAy8wHg+m5Wnpl3s/slqCVJkiRpVszNt48lSZIkacgMO5IkSZKKZNiRJEmSVCTDjiRJ\nkqQiGXYkSZIkFcmwI0mSJKlIhh1JkiRJRTLsSJIkSSpSZOZc1/C4iNgA3DvXdUzzk8DGuS5C847j\nQq04NtSKY0OtODY0E8dFexsz8yV1Gs6rsDPfRMR4Zo7NdR2aXxwXasWxoVYcG2rFsaGZOC4Gx9PY\nJEmSJBXJsCNJkiSpSIad9tbMdQGalxwXasWxoVYcG2rFsaGZOC4GxO/sSJIkSSqSn+xIkiRJKpJh\nR5KkPkXE0oh4dkQsm+taJEn/xbAzg4g4LiLWRcSmiLg0ImKua9LsiYj9G8f/1GnzDo+IGyPikYj4\ny4hYPG2Z42UBiIgzIuL7EbEzIv4tIo5rzG95/CPi+RHx7YjYGBFvmbvqNUwRcRZwD/AJYH1E/Gpj\nvmNDAETEFyLi3MbvjosFLiIS1pk5AAAEU0lEQVQ+FhE57XZnY75jYwgMO00ab2KvBdYCY8DxwLlz\nWZNmT0SMAp+hOvbTfQbYBJwE7AIubLR3vCwAEfFU4JNUx/1JwLeBT7Q7/hGxArgG+CvgucBvRsQL\nZrt2DVdELAc+BDw3M48Hfgd4n2NDUyLiHOC0xu+OCwGcTDUmljVuJzk2higzvU27AWcCPwIWN6af\nAXxtruvyNmvH/wrgT4B7gVOnjYEdwCGN6Z8E7nG8LJwb8EvA66ZNPxuYbHf8gTcDt0zrcybwN3O9\nL94GPjaOBF41bfoEYItjw1vj2B4MPADcQfXG1XGxwG/A/sCjwJKm+Y6NId38ZGdPJ1INru2N6VuB\nY+ewHs2ud2fmW4Hplyk8EfhmZv4IIDM3Atsj4hAcLwtCZl6XmX8+bdaxwJ20P/4nAl+e1ufrwDOH\nXatmV2bek5lXAUTECPD7wN/h2FDl/VTjYW1j2nGhk6jeY3wzIrZExD9ExBE4NobGsLOng4C7pyay\nitCTful0YcjMu2eYvduYaHgEOKx5meOlfBGxL3ABcDntj3/zuJkaMypQRDyT6i/4pwG/i2NjwWuc\nZvQi4K3TZjsudCxwO3A2VYiZBD6GY2NoDDt72glsb5q3DRidg1o0P7QbE46Xheeixs+P0t3YcFyU\n7RaqoPMdqjcujo0FLCL2B/4c+O3MfGTaIsfFApeZn8jM52Tm1zPze8AbgF+kCjSOjSEw7OzpIWBF\n07wnUH1nQwtTuzHheFlAIuJ5VKcpndU41aCbseG4KFhm7srMceDVwP/AsbHQvQNYl5nXN813XKjZ\nI0AAP8CxMRSGnT2tA06ZmoiIo4DFVANNC9M64OTG+fhTf7E7BliP42XBiIinUF2V742ZeVtjdrvj\nv9syqvO0189OtZotEXFaRFw8bdYOqvPxv4djYyE7GzgjIjZHxObG9EeBd+G4WNAi4iMRcea0Wc+i\nes64BcfGUBh29vQV4JCIOLsxfSFwQ2ZOzmFNmkOZ+X2q/6FxfmPW+cD3MvN+HC8LQkQsAa4HrgM+\nFxEHRsSBwFdpffyvAV4QEb/QCMp/AHxxDsrXcN0B/F5EvCYingxcAnyJ6vg7Nhau5wHHUV1R6xlU\nx/ydwE/juFjobgX+JCJeEBGnAR+huqT09Tg2hiIal7DTNBHxy8BVVJcPTapLEN8+t1VpNkXEPcC5\nmflPjemfpXoiSmAJ8EvTljleChcRZwBXz7DoKKpLDc94/CPi9cBlwI+BzcApmfnDWSlasyYiXkp1\n1a3DqN6AvCEzN7R7bnBsLCwR8UngnzLzk46Lha3xj0LfB5wHPAz8LfD2zPyxY2M4DDstRMShVP/0\naW1mPjjX9WjuNa6Icgpwa2aub1rmeFnA2h3/xqkIxwBfzczH5qI+zR3HhmbiuFArjo3BM+xIkiRJ\nKpLf2ZEkSZJUJMOOJEmSpCIZdiRJkiQVybAjSZIkqUiGHUmSJElFMuxIkiRJKtL/B1xPE0Exs3f3\nAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd9568c88>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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i8TG2PLiTALJDW4sCdiesXLaEZx+9guu+s4k7tz7EoY3pq276z7bb1byesQim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\n/UGcAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd957cd68>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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q3gRMHKbwSOAfqupOgKraBuxIcgD2lxWhqq6sqvdPmHUYcBMzX/8jgb+e0Obz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\nAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd4d702b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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j+kLgi5m5MyIWRsRIuUBEHAhcC6wCvhUR+0bEvkOLWpIkSZJ66JnsZOYO4KXA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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd9aa1898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd9c16cf8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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ReHVVfTjJ+4AHVdUvJ9kA/KCqJvva7A9cBzwN+L80t6G+uqpeOdeyRuJubJIk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\nkSRJktRJ/x/n1k8pdzYf2AAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd8d0d358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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j+kLgi5m5MyIWRsRIuUBEHAhcC6wCvhUR+0bEvkOLWpIkSZJ66JnsZOYO4KXA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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd9b75c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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sSJIkSaokw44kSZKkSjLsSJIkSaokw44kSZKkSjLsSJIkSaokw44kSZKkSjLs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\nKsmwI0mSJKmSDDuSJEmSKun/A7CFA0BJbu2jAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x16fd8cfdef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in ratiolist:\n",
    "    plt.scatter(range(29),train.loc[:,i][0:29],color='red')\n",
    "    plt.scatter(range(29,528),train.loc[:,i][29:528])\n",
    "    \n",
    "    plt.title(i)\n",
    "#     plt.savefig(i)\n",
    "    plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "# for i in train.columns:\n",
    "#     plt.scatter(range(allTdata.shape[0]),allTdata[i],color='red')\n",
    "#     plt.title(i)\n",
    "#     plt.show()\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>B_ai1_fft_frequency_base200_max</th>\n",
       "      <th>B_ai1_fft_frequency_var</th>\n",
       "      <th>B_ai1_fft_y_base200_max</th>\n",
       "      <th>B_ai1_fft_y_base2_max</th>\n",
       "      <th>B_ai1_fft_y_base_max</th>\n",
       "      <th>B_ai1_time_boxing</th>\n",
       "      <th>B_ai1_time_fengzhi</th>\n",
       "      <th>B_ai1_time_maichong</th>\n",
       "      <th>B_ai1_time_std</th>\n",
       "      <th>B_ai1_time_yudu</th>\n",
       "      <th>...</th>\n",
       "      <th>F_ai2_ratio_base2</th>\n",
       "      <th>F_ai2_ratio_base3</th>\n",
       "      <th>F_ai2_time_boxing</th>\n",
       "      <th>F_ai2_time_fengzhi</th>\n",
       "      <th>F_ai2_time_kurt</th>\n",
       "      <th>F_ai2_time_maichong</th>\n",
       "      <th>F_ai2_time_mean</th>\n",
       "      <th>F_ai2_time_rms</th>\n",
       "      <th>F_ai2_time_std</th>\n",
       "      <th>F_ai2_time_yudu</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>008f7e74-7455-4da8-9170-efc9c8b47470</th>\n",
       "      <td>299</td>\n",
       "      <td>1.225212</td>\n",
       "      <td>2.048782</td>\n",
       "      <td>5.692512</td>\n",
       "      <td>1.784859</td>\n",
       "      <td>1.038665</td>\n",
       "      <td>0.388501</td>\n",
       "      <td>0.403522</td>\n",
       "      <td>0.004940</td>\n",
       "      <td>0.412649</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1.217516</td>\n",
       "      <td>2.263744</td>\n",
       "      <td>-0.599957</td>\n",
       "      <td>2.756144</td>\n",
       "      <td>-0.004374</td>\n",
       "      <td>0.012771</td>\n",
       "      <td>0.011999</td>\n",
       "      <td>3.195974</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>00cb3f19-6216-429c-9537-973e60a863a1</th>\n",
       "      <td>299</td>\n",
       "      <td>1.032664</td>\n",
       "      <td>2.747384</td>\n",
       "      <td>6.981912</td>\n",
       "      <td>0.943253</td>\n",
       "      <td>1.034512</td>\n",
       "      <td>-0.069202</td>\n",
       "      <td>-0.071590</td>\n",
       "      <td>0.004653</td>\n",
       "      <td>-0.072984</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1.225452</td>\n",
       "      <td>4.290608</td>\n",
       "      <td>0.108337</td>\n",
       "      <td>5.257934</td>\n",
       "      <td>-0.004426</td>\n",
       "      <td>0.010761</td>\n",
       "      <td>0.009808</td>\n",
       "      <td>6.098611</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>00eeaa90-faf4-4cb8-8526-85e7c87f99a7</th>\n",
       "      <td>299</td>\n",
       "      <td>1.772986</td>\n",
       "      <td>36.441876</td>\n",
       "      <td>20.091184</td>\n",
       "      <td>2.630419</td>\n",
       "      <td>1.029498</td>\n",
       "      <td>0.030791</td>\n",
       "      <td>0.031700</td>\n",
       "      <td>0.004284</td>\n",
       "      <td>0.032206</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.273812</td>\n",
       "      <td>2.640484</td>\n",
       "      <td>0.474159</td>\n",
       "      <td>3.363479</td>\n",
       "      <td>-0.004422</td>\n",
       "      <td>0.011626</td>\n",
       "      <td>0.010752</td>\n",
       "      <td>4.004611</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>033441d4-3d30-4cb1-bf21-97990d1b4af2</th>\n",
       "      <td>267</td>\n",
       "      <td>1.396042</td>\n",
       "      <td>6.098225</td>\n",
       "      <td>7.292156</td>\n",
       "      <td>1.664586</td>\n",
       "      <td>1.020618</td>\n",
       "      <td>-0.258105</td>\n",
       "      <td>-0.263427</td>\n",
       "      <td>0.003583</td>\n",
       "      <td>-0.266302</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.230791</td>\n",
       "      <td>2.229051</td>\n",
       "      <td>-0.509024</td>\n",
       "      <td>2.743496</td>\n",
       "      <td>-0.004446</td>\n",
       "      <td>0.010798</td>\n",
       "      <td>0.009840</td>\n",
       "      <td>3.208265</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be</th>\n",
       "      <td>283</td>\n",
       "      <td>0.881206</td>\n",
       "      <td>4.455798</td>\n",
       "      <td>4.101994</td>\n",
       "      <td>2.308498</td>\n",
       "      <td>1.015281</td>\n",
       "      <td>-0.323909</td>\n",
       "      <td>-0.328859</td>\n",
       "      <td>0.003082</td>\n",
       "      <td>-0.331482</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.231033</td>\n",
       "      <td>2.403267</td>\n",
       "      <td>-0.409865</td>\n",
       "      <td>2.958500</td>\n",
       "      <td>-0.004333</td>\n",
       "      <td>0.008060</td>\n",
       "      <td>0.006796</td>\n",
       "      <td>3.459875</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0d0f3de0-ae5f-45da-b72c-d3c3367ce304</th>\n",
       "      <td>262</td>\n",
       "      <td>0.494921</td>\n",
       "      <td>1.313459</td>\n",
       "      <td>2.778525</td>\n",
       "      <td>1.325629</td>\n",
       "      <td>1.083337</td>\n",
       "      <td>0.175120</td>\n",
       "      <td>0.189714</td>\n",
       "      <td>0.007377</td>\n",
       "      <td>0.200062</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1.262944</td>\n",
       "      <td>3.028231</td>\n",
       "      <td>0.329467</td>\n",
       "      <td>3.824486</td>\n",
       "      <td>-0.004461</td>\n",
       "      <td>0.012103</td>\n",
       "      <td>0.011251</td>\n",
       "      <td>4.533047</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0d8afc35-eb0f-484b-897c-dbf7415be2f4</th>\n",
       "      <td>276</td>\n",
       "      <td>1.220876</td>\n",
       "      <td>1.534582</td>\n",
       "      <td>6.242719</td>\n",
       "      <td>4.019685</td>\n",
       "      <td>1.019263</td>\n",
       "      <td>-0.228425</td>\n",
       "      <td>-0.232825</td>\n",
       "      <td>0.003469</td>\n",
       "      <td>-0.235186</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.240714</td>\n",
       "      <td>1.947675</td>\n",
       "      <td>-0.004262</td>\n",
       "      <td>2.416507</td>\n",
       "      <td>-0.004403</td>\n",
       "      <td>0.007494</td>\n",
       "      <td>0.006064</td>\n",
       "      <td>2.835765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126da872-2cb2-4390-8525-7c3a52412299</th>\n",
       "      <td>298</td>\n",
       "      <td>0.395333</td>\n",
       "      <td>3.093733</td>\n",
       "      <td>1.695733</td>\n",
       "      <td>3.132783</td>\n",
       "      <td>1.015573</td>\n",
       "      <td>-0.424831</td>\n",
       "      <td>-0.431447</td>\n",
       "      <td>0.003122</td>\n",
       "      <td>-0.434917</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1.232335</td>\n",
       "      <td>2.602778</td>\n",
       "      <td>-0.140322</td>\n",
       "      <td>3.207495</td>\n",
       "      <td>-0.004312</td>\n",
       "      <td>0.008613</td>\n",
       "      <td>0.007456</td>\n",
       "      <td>3.745734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195303fa-921d-44a5-8803-0bb687c03288</th>\n",
       "      <td>262</td>\n",
       "      <td>0.678521</td>\n",
       "      <td>1.502890</td>\n",
       "      <td>3.534402</td>\n",
       "      <td>1.492004</td>\n",
       "      <td>1.067112</td>\n",
       "      <td>0.120120</td>\n",
       "      <td>0.128181</td>\n",
       "      <td>0.006544</td>\n",
       "      <td>0.133416</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.265755</td>\n",
       "      <td>3.775385</td>\n",
       "      <td>0.698100</td>\n",
       "      <td>4.778711</td>\n",
       "      <td>-0.004527</td>\n",
       "      <td>0.011318</td>\n",
       "      <td>0.010373</td>\n",
       "      <td>5.646187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1c215a96-ec11-4b53-a808-ac887add0d3c</th>\n",
       "      <td>298</td>\n",
       "      <td>2.369614</td>\n",
       "      <td>71.783371</td>\n",
       "      <td>16.655311</td>\n",
       "      <td>5.925803</td>\n",
       "      <td>1.032400</td>\n",
       "      <td>-0.110486</td>\n",
       "      <td>-0.114066</td>\n",
       "      <td>0.004504</td>\n",
       "      <td>-0.116067</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1.166170</td>\n",
       "      <td>1.732437</td>\n",
       "      <td>-1.266263</td>\n",
       "      <td>2.020316</td>\n",
       "      <td>-0.004438</td>\n",
       "      <td>0.013110</td>\n",
       "      <td>0.012336</td>\n",
       "      <td>2.278312</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2aa65bf8-40d9-4c9a-ad3c-621ed60baa05</th>\n",
       "      <td>289</td>\n",
       "      <td>1.313984</td>\n",
       "      <td>2.460474</td>\n",
       "      <td>11.695551</td>\n",
       "      <td>1.590671</td>\n",
       "      <td>1.024623</td>\n",
       "      <td>-0.203730</td>\n",
       "      <td>-0.208746</td>\n",
       "      <td>0.003933</td>\n",
       "      <td>-0.211487</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.234250</td>\n",
       "      <td>2.577674</td>\n",
       "      <td>-0.594900</td>\n",
       "      <td>3.181494</td>\n",
       "      <td>-0.004519</td>\n",
       "      <td>0.009891</td>\n",
       "      <td>0.008798</td>\n",
       "      <td>3.736677</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313c6f1b-7cdc-4941-af3b-2d01fb33913a</th>\n",
       "      <td>292</td>\n",
       "      <td>1.212602</td>\n",
       "      <td>1.847127</td>\n",
       "      <td>5.432817</td>\n",
       "      <td>3.377959</td>\n",
       "      <td>1.022638</td>\n",
       "      <td>-0.071210</td>\n",
       "      <td>-0.072822</td>\n",
       "      <td>0.003767</td>\n",
       "      <td>-0.073702</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.227666</td>\n",
       "      <td>2.142335</td>\n",
       "      <td>-0.072423</td>\n",
       "      <td>2.630073</td>\n",
       "      <td>-0.004472</td>\n",
       "      <td>0.006733</td>\n",
       "      <td>0.005033</td>\n",
       "      <td>3.072126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3be2c3da-48a6-4265-81a4-00d5f578975c</th>\n",
       "      <td>299</td>\n",
       "      <td>2.974742</td>\n",
       "      <td>79.985924</td>\n",
       "      <td>20.733599</td>\n",
       "      <td>4.372060</td>\n",
       "      <td>1.038505</td>\n",
       "      <td>0.001642</td>\n",
       "      <td>0.001705</td>\n",
       "      <td>0.004930</td>\n",
       "      <td>0.001742</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.216323</td>\n",
       "      <td>2.083162</td>\n",
       "      <td>-0.735865</td>\n",
       "      <td>2.533799</td>\n",
       "      <td>-0.004342</td>\n",
       "      <td>0.010083</td>\n",
       "      <td>0.009100</td>\n",
       "      <td>2.943806</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44bbe465-3d08-4bb3-914a-4963f1e7d4bf</th>\n",
       "      <td>299</td>\n",
       "      <td>2.137827</td>\n",
       "      <td>13.916019</td>\n",
       "      <td>48.746987</td>\n",
       "      <td>2.552072</td>\n",
       "      <td>1.038196</td>\n",
       "      <td>0.100097</td>\n",
       "      <td>0.103920</td>\n",
       "      <td>0.004912</td>\n",
       "      <td>0.106184</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.247678</td>\n",
       "      <td>3.165071</td>\n",
       "      <td>0.268323</td>\n",
       "      <td>3.948990</td>\n",
       "      <td>-0.004374</td>\n",
       "      <td>0.010206</td>\n",
       "      <td>0.009221</td>\n",
       "      <td>4.634171</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4d28f440-a6db-404b-ac2c-0cb574a91b0e</th>\n",
       "      <td>297</td>\n",
       "      <td>1.193545</td>\n",
       "      <td>2.878007</td>\n",
       "      <td>10.436558</td>\n",
       "      <td>0.679372</td>\n",
       "      <td>1.033555</td>\n",
       "      <td>-0.189082</td>\n",
       "      <td>-0.195426</td>\n",
       "      <td>0.004590</td>\n",
       "      <td>-0.199013</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.254879</td>\n",
       "      <td>2.805939</td>\n",
       "      <td>0.325331</td>\n",
       "      <td>3.521114</td>\n",
       "      <td>-0.004435</td>\n",
       "      <td>0.010330</td>\n",
       "      <td>0.009330</td>\n",
       "      <td>4.143427</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53dd6d47-fdf5-4af6-9106-205f7f2f9d25</th>\n",
       "      <td>299</td>\n",
       "      <td>1.148393</td>\n",
       "      <td>4.167759</td>\n",
       "      <td>12.855737</td>\n",
       "      <td>3.043015</td>\n",
       "      <td>1.027764</td>\n",
       "      <td>-0.105369</td>\n",
       "      <td>-0.108294</td>\n",
       "      <td>0.004172</td>\n",
       "      <td>-0.109945</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.245400</td>\n",
       "      <td>2.616390</td>\n",
       "      <td>0.503930</td>\n",
       "      <td>3.258453</td>\n",
       "      <td>-0.004484</td>\n",
       "      <td>0.007109</td>\n",
       "      <td>0.005516</td>\n",
       "      <td>3.840604</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5ad21399-0206-4266-b0f3-a42454d44635</th>\n",
       "      <td>274</td>\n",
       "      <td>1.898377</td>\n",
       "      <td>2.245752</td>\n",
       "      <td>2.985173</td>\n",
       "      <td>0.605004</td>\n",
       "      <td>1.069709</td>\n",
       "      <td>0.383293</td>\n",
       "      <td>0.410012</td>\n",
       "      <td>0.006727</td>\n",
       "      <td>0.428502</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.286066</td>\n",
       "      <td>3.909655</td>\n",
       "      <td>0.965483</td>\n",
       "      <td>5.028076</td>\n",
       "      <td>-0.004379</td>\n",
       "      <td>0.011620</td>\n",
       "      <td>0.010763</td>\n",
       "      <td>6.017431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1</th>\n",
       "      <td>299</td>\n",
       "      <td>1.184337</td>\n",
       "      <td>6.742477</td>\n",
       "      <td>18.084510</td>\n",
       "      <td>3.524300</td>\n",
       "      <td>1.060781</td>\n",
       "      <td>0.220879</td>\n",
       "      <td>0.234305</td>\n",
       "      <td>0.006234</td>\n",
       "      <td>0.243058</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.275111</td>\n",
       "      <td>3.893374</td>\n",
       "      <td>0.460497</td>\n",
       "      <td>4.964486</td>\n",
       "      <td>-0.004317</td>\n",
       "      <td>0.019688</td>\n",
       "      <td>0.019208</td>\n",
       "      <td>5.902212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61eb9882-a447-43af-a3a7-b7f3b80f4176</th>\n",
       "      <td>299</td>\n",
       "      <td>0.782246</td>\n",
       "      <td>1.371970</td>\n",
       "      <td>6.904154</td>\n",
       "      <td>2.788451</td>\n",
       "      <td>1.020241</td>\n",
       "      <td>-0.187174</td>\n",
       "      <td>-0.190963</td>\n",
       "      <td>0.003569</td>\n",
       "      <td>-0.193001</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.278190</td>\n",
       "      <td>3.776883</td>\n",
       "      <td>1.031159</td>\n",
       "      <td>4.827573</td>\n",
       "      <td>-0.004391</td>\n",
       "      <td>0.011418</td>\n",
       "      <td>0.010539</td>\n",
       "      <td>5.748457</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71d9085d-c62f-4a68-a7c1-e8676e5af7b3</th>\n",
       "      <td>261</td>\n",
       "      <td>1.829272</td>\n",
       "      <td>5.066461</td>\n",
       "      <td>20.315153</td>\n",
       "      <td>4.561386</td>\n",
       "      <td>1.060664</td>\n",
       "      <td>0.520715</td>\n",
       "      <td>0.552304</td>\n",
       "      <td>0.006308</td>\n",
       "      <td>0.573315</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.254957</td>\n",
       "      <td>2.830608</td>\n",
       "      <td>0.337963</td>\n",
       "      <td>3.552290</td>\n",
       "      <td>-0.004372</td>\n",
       "      <td>0.007815</td>\n",
       "      <td>0.006477</td>\n",
       "      <td>4.196462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7a75f542-6a5f-418a-a7fd-c2e10b12c6bb</th>\n",
       "      <td>265</td>\n",
       "      <td>0.390259</td>\n",
       "      <td>1.528697</td>\n",
       "      <td>4.861186</td>\n",
       "      <td>2.526541</td>\n",
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       "      <td>-0.218434</td>\n",
       "      <td>-0.221267</td>\n",
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       "      <td>-0.222793</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.287493</td>\n",
       "      <td>4.798297</td>\n",
       "      <td>1.298505</td>\n",
       "      <td>6.177773</td>\n",
       "      <td>-0.004476</td>\n",
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       "      <td>0.011474</td>\n",
       "      <td>7.377041</td>\n",
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       "    <tr>\n",
       "      <th>7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89</th>\n",
       "      <td>299</td>\n",
       "      <td>0.701644</td>\n",
       "      <td>10.315516</td>\n",
       "      <td>8.233368</td>\n",
       "      <td>1.501387</td>\n",
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       "      <td>-0.243897</td>\n",
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       "      <td>-0.249333</td>\n",
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       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.229776</td>\n",
       "      <td>3.496210</td>\n",
       "      <td>-0.066179</td>\n",
       "      <td>4.299557</td>\n",
       "      <td>-0.004367</td>\n",
       "      <td>0.011169</td>\n",
       "      <td>0.010280</td>\n",
       "      <td>5.016177</td>\n",
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       "    <tr>\n",
       "      <th>7e190a38-dac6-4400-b642-0aebb38d8b9d</th>\n",
       "      <td>299</td>\n",
       "      <td>2.856298</td>\n",
       "      <td>49.862473</td>\n",
       "      <td>57.557532</td>\n",
       "      <td>5.504796</td>\n",
       "      <td>1.038608</td>\n",
       "      <td>0.091805</td>\n",
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       "      <td>0</td>\n",
       "      <td>1.216211</td>\n",
       "      <td>1.880252</td>\n",
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       "      <td>2.286784</td>\n",
       "      <td>-0.004369</td>\n",
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       "      <td>0.008189</td>\n",
       "      <td>2.655894</td>\n",
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       "    <tr>\n",
       "      <th>806de1d7-0c58-44e3-a958-e958f368eab1</th>\n",
       "      <td>299</td>\n",
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       "      <td>-0.284283</td>\n",
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       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.221057</td>\n",
       "      <td>3.028153</td>\n",
       "      <td>-0.154960</td>\n",
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       "      <td>-0.004398</td>\n",
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       "      <td>4.279123</td>\n",
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       "    <tr>\n",
       "      <th>8c8466e6-92a3-4c7d-a08a-d44e26b53eac</th>\n",
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       "      <td>1.882841</td>\n",
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       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.240859</td>\n",
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       "      <td>4.076694</td>\n",
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       "    <tr>\n",
       "      <th>8d4cf59f-187d-4d46-aba1-47e9c0cf8554</th>\n",
       "      <td>277</td>\n",
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       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.229994</td>\n",
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       "      <td>3.554544</td>\n",
       "      <td>-0.004429</td>\n",
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       "    <tr>\n",
       "      <th>9496b2dd-cf29-4064-ba5f-f5011906eaae</th>\n",
       "      <td>299</td>\n",
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       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.239077</td>\n",
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       "      <th>95bcc4e1-dc0f-4db4-8691-b0ecad66b98b</th>\n",
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       "      <td>1</td>\n",
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       "      <td>1.248801</td>\n",
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       "    <tr>\n",
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       "      <th>001c743d-d96c-4581-9c92-12629bee52f9</th>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <th>6b4f5e37-8eb5-4efa-a783-ba8303534b41</th>\n",
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       "      <th>6b703cbe-d8e6-49dc-a820-e393cc938e40</th>\n",
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       "      <th>6bc9ac66-9f0c-45a4-931b-473eaea42230</th>\n",
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       "      <th>6be03a2d-5667-475e-ad34-5c5135746c88</th>\n",
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       "      <th>6bf07a0a-6d83-4a45-90ea-749154af29d7</th>\n",
       "      <td>298</td>\n",
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       "      <th>6bf5bde3-fa9c-49a0-98e3-fa227cc6e289</th>\n",
       "      <td>298</td>\n",
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       "      <td>-0.336963</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.198955</td>\n",
       "      <td>1.912152</td>\n",
       "      <td>0.553678</td>\n",
       "      <td>2.292585</td>\n",
       "      <td>-0.004401</td>\n",
       "      <td>0.006023</td>\n",
       "      <td>0.004111</td>\n",
       "      <td>2.616633</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6bfd0f15-a6c3-43f6-92be-db5ddfa129be</th>\n",
       "      <td>293</td>\n",
       "      <td>1.657118</td>\n",
       "      <td>2.924783</td>\n",
       "      <td>7.607704</td>\n",
       "      <td>9.380753</td>\n",
       "      <td>1.022841</td>\n",
       "      <td>-0.201018</td>\n",
       "      <td>-0.205609</td>\n",
       "      <td>0.003790</td>\n",
       "      <td>-0.208145</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.197929</td>\n",
       "      <td>2.179814</td>\n",
       "      <td>-0.815387</td>\n",
       "      <td>2.611262</td>\n",
       "      <td>-0.004608</td>\n",
       "      <td>0.013883</td>\n",
       "      <td>0.013096</td>\n",
       "      <td>2.997016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6c04afb8-8170-4ff5-91ed-a66878efd6d1</th>\n",
       "      <td>297</td>\n",
       "      <td>0.686589</td>\n",
       "      <td>12.012090</td>\n",
       "      <td>5.056325</td>\n",
       "      <td>11.444263</td>\n",
       "      <td>1.013347</td>\n",
       "      <td>-0.443785</td>\n",
       "      <td>-0.449708</td>\n",
       "      <td>0.002894</td>\n",
       "      <td>-0.452826</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.194695</td>\n",
       "      <td>2.537940</td>\n",
       "      <td>-0.807814</td>\n",
       "      <td>3.032063</td>\n",
       "      <td>-0.004479</td>\n",
       "      <td>0.018402</td>\n",
       "      <td>0.017848</td>\n",
       "      <td>3.472836</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6c0ef54d-6cc4-4821-b62f-2760022ad32c</th>\n",
       "      <td>291</td>\n",
       "      <td>0.818965</td>\n",
       "      <td>2.230503</td>\n",
       "      <td>7.692906</td>\n",
       "      <td>5.471498</td>\n",
       "      <td>1.016028</td>\n",
       "      <td>-0.348284</td>\n",
       "      <td>-0.353866</td>\n",
       "      <td>0.003172</td>\n",
       "      <td>-0.356833</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1.155551</td>\n",
       "      <td>1.971032</td>\n",
       "      <td>-1.139574</td>\n",
       "      <td>2.277629</td>\n",
       "      <td>-0.004646</td>\n",
       "      <td>0.042230</td>\n",
       "      <td>0.041973</td>\n",
       "      <td>2.555045</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6c47b6b1-5c43-4d07-badd-6623ee23245d</th>\n",
       "      <td>281</td>\n",
       "      <td>1.553284</td>\n",
       "      <td>4.819715</td>\n",
       "      <td>6.159494</td>\n",
       "      <td>0.673260</td>\n",
       "      <td>1.031860</td>\n",
       "      <td>0.084394</td>\n",
       "      <td>0.087083</td>\n",
       "      <td>0.004463</td>\n",
       "      <td>0.088639</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1.244366</td>\n",
       "      <td>2.701586</td>\n",
       "      <td>-0.398480</td>\n",
       "      <td>3.361763</td>\n",
       "      <td>-0.004843</td>\n",
       "      <td>0.009596</td>\n",
       "      <td>0.008285</td>\n",
       "      <td>3.974736</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6c691a18-4da4-411b-9bbc-5960dc75ec2b</th>\n",
       "      <td>299</td>\n",
       "      <td>3.219781</td>\n",
       "      <td>11.111615</td>\n",
       "      <td>13.471767</td>\n",
       "      <td>3.518256</td>\n",
       "      <td>1.000144</td>\n",
       "      <td>-0.945087</td>\n",
       "      <td>-0.945224</td>\n",
       "      <td>0.000297</td>\n",
       "      <td>-0.945292</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.175390</td>\n",
       "      <td>2.047822</td>\n",
       "      <td>-1.008438</td>\n",
       "      <td>2.406990</td>\n",
       "      <td>-0.004583</td>\n",
       "      <td>0.022782</td>\n",
       "      <td>0.022316</td>\n",
       "      <td>2.722767</td>\n",
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       "    <tr>\n",
       "      <th>6c6ae749-8273-4052-8885-ac60dcbb3ade</th>\n",
       "      <td>299</td>\n",
       "      <td>2.982685</td>\n",
       "      <td>38.711427</td>\n",
       "      <td>12.832430</td>\n",
       "      <td>1.899856</td>\n",
       "      <td>1.043644</td>\n",
       "      <td>-0.008891</td>\n",
       "      <td>-0.009279</td>\n",
       "      <td>0.005311</td>\n",
       "      <td>-0.009506</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.266141</td>\n",
       "      <td>2.438230</td>\n",
       "      <td>0.466014</td>\n",
       "      <td>3.087144</td>\n",
       "      <td>-0.004909</td>\n",
       "      <td>0.010354</td>\n",
       "      <td>0.009117</td>\n",
       "      <td>3.669894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6c7edd6e-cb36-403e-838c-3f54f49a6dbb</th>\n",
       "      <td>265</td>\n",
       "      <td>0.677855</td>\n",
       "      <td>5.931522</td>\n",
       "      <td>2.481964</td>\n",
       "      <td>3.819941</td>\n",
       "      <td>1.017743</td>\n",
       "      <td>-0.260539</td>\n",
       "      <td>-0.265162</td>\n",
       "      <td>0.003336</td>\n",
       "      <td>-0.267672</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.171655</td>\n",
       "      <td>1.884048</td>\n",
       "      <td>-1.081688</td>\n",
       "      <td>2.207455</td>\n",
       "      <td>-0.004492</td>\n",
       "      <td>0.017755</td>\n",
       "      <td>0.017177</td>\n",
       "      <td>2.493096</td>\n",
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       "    <tr>\n",
       "      <th>6c87d766-fe89-4219-b177-9124f2ef3d3c</th>\n",
       "      <td>299</td>\n",
       "      <td>3.351804</td>\n",
       "      <td>8.755015</td>\n",
       "      <td>32.255368</td>\n",
       "      <td>5.410427</td>\n",
       "      <td>1.036914</td>\n",
       "      <td>0.174236</td>\n",
       "      <td>0.180668</td>\n",
       "      <td>0.004829</td>\n",
       "      <td>0.184601</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1.198200</td>\n",
       "      <td>2.335592</td>\n",
       "      <td>-0.717803</td>\n",
       "      <td>2.798507</td>\n",
       "      <td>-0.004537</td>\n",
       "      <td>0.021865</td>\n",
       "      <td>0.021389</td>\n",
       "      <td>3.206332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6c8f668a-d8d0-49da-bc42-6a6d1f84c066</th>\n",
       "      <td>298</td>\n",
       "      <td>0.848088</td>\n",
       "      <td>3.497765</td>\n",
       "      <td>15.755123</td>\n",
       "      <td>9.220278</td>\n",
       "      <td>1.015473</td>\n",
       "      <td>-0.221495</td>\n",
       "      <td>-0.224922</td>\n",
       "      <td>0.003115</td>\n",
       "      <td>-0.226769</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.237507</td>\n",
       "      <td>1.542905</td>\n",
       "      <td>-0.364964</td>\n",
       "      <td>1.909356</td>\n",
       "      <td>-0.005210</td>\n",
       "      <td>0.008332</td>\n",
       "      <td>0.006502</td>\n",
       "      <td>2.240329</td>\n",
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       "    <tr>\n",
       "      <th>6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912</th>\n",
       "      <td>298</td>\n",
       "      <td>2.847845</td>\n",
       "      <td>54.687821</td>\n",
       "      <td>5.975441</td>\n",
       "      <td>7.845494</td>\n",
       "      <td>1.038453</td>\n",
       "      <td>0.157369</td>\n",
       "      <td>0.163421</td>\n",
       "      <td>0.004965</td>\n",
       "      <td>0.166970</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.211341</td>\n",
       "      <td>1.329483</td>\n",
       "      <td>-0.248046</td>\n",
       "      <td>1.610456</td>\n",
       "      <td>-0.004845</td>\n",
       "      <td>0.006551</td>\n",
       "      <td>0.004409</td>\n",
       "      <td>1.862740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96</th>\n",
       "      <td>266</td>\n",
       "      <td>1.219831</td>\n",
       "      <td>3.352049</td>\n",
       "      <td>25.820300</td>\n",
       "      <td>1.814242</td>\n",
       "      <td>1.023219</td>\n",
       "      <td>-0.191975</td>\n",
       "      <td>-0.196432</td>\n",
       "      <td>0.003820</td>\n",
       "      <td>-0.198841</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.229713</td>\n",
       "      <td>2.257334</td>\n",
       "      <td>-0.464093</td>\n",
       "      <td>2.775872</td>\n",
       "      <td>-0.004323</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.009017</td>\n",
       "      <td>3.242400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6ccf3d5b-f7b9-4e16-a494-00ffb0da2180</th>\n",
       "      <td>292</td>\n",
       "      <td>3.446912</td>\n",
       "      <td>1.911263</td>\n",
       "      <td>13.476189</td>\n",
       "      <td>3.614673</td>\n",
       "      <td>1.038910</td>\n",
       "      <td>0.045670</td>\n",
       "      <td>0.047447</td>\n",
       "      <td>0.004946</td>\n",
       "      <td>0.048493</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.218482</td>\n",
       "      <td>2.133005</td>\n",
       "      <td>-0.745409</td>\n",
       "      <td>2.599029</td>\n",
       "      <td>-0.005227</td>\n",
       "      <td>0.012779</td>\n",
       "      <td>0.011661</td>\n",
       "      <td>3.033479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6cd1fb2d-0c96-4d8d-bfe4-3813df659e73</th>\n",
       "      <td>251</td>\n",
       "      <td>0.935953</td>\n",
       "      <td>2.130319</td>\n",
       "      <td>11.831213</td>\n",
       "      <td>10.142241</td>\n",
       "      <td>1.093429</td>\n",
       "      <td>0.571562</td>\n",
       "      <td>0.624963</td>\n",
       "      <td>0.008011</td>\n",
       "      <td>0.663972</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.248849</td>\n",
       "      <td>2.575967</td>\n",
       "      <td>-0.259502</td>\n",
       "      <td>3.216993</td>\n",
       "      <td>-0.005018</td>\n",
       "      <td>0.010574</td>\n",
       "      <td>0.009308</td>\n",
       "      <td>3.799828</td>\n",
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       "    <tr>\n",
       "      <th>6ce5e337-3fa7-4520-8d23-d8c94cabdcc7</th>\n",
       "      <td>299</td>\n",
       "      <td>1.159221</td>\n",
       "      <td>4.517683</td>\n",
       "      <td>18.053523</td>\n",
       "      <td>2.429537</td>\n",
       "      <td>1.015877</td>\n",
       "      <td>-0.377391</td>\n",
       "      <td>-0.383383</td>\n",
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       "      <td>-0.386552</td>\n",
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       "      <td>0</td>\n",
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       "      <td>1.528960</td>\n",
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       "      <td>1.878293</td>\n",
       "      <td>-0.005141</td>\n",
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       "      <td>0.006775</td>\n",
       "      <td>2.210688</td>\n",
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       "    <tr>\n",
       "      <th>6cf343e2-92fe-4ccd-a440-bf492393d27a</th>\n",
       "      <td>299</td>\n",
       "      <td>0.897490</td>\n",
       "      <td>4.408863</td>\n",
       "      <td>9.440225</td>\n",
       "      <td>5.531216</td>\n",
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       "      <td>-0.304632</td>\n",
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       "      <td>-0.307173</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
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       "      <td>1.982480</td>\n",
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       "      <td>0.012225</td>\n",
       "      <td>2.692463</td>\n",
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       "    <tr>\n",
       "      <th>6d2d7ba1-b047-4805-9e45-c5645af3e36c</th>\n",
       "      <td>293</td>\n",
       "      <td>1.440999</td>\n",
       "      <td>1.775369</td>\n",
       "      <td>12.512388</td>\n",
       "      <td>2.601376</td>\n",
       "      <td>1.018091</td>\n",
       "      <td>-0.307841</td>\n",
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       "      <td>-0.316414</td>\n",
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       "      <td>2.904345</td>\n",
       "      <td>-0.005114</td>\n",
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       "      <td>3.405249</td>\n",
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       "    <tr>\n",
       "      <th>6d3b74a3-84c4-4018-80b4-8e6d56082484</th>\n",
       "      <td>238</td>\n",
       "      <td>0.909378</td>\n",
       "      <td>1.677247</td>\n",
       "      <td>5.842275</td>\n",
       "      <td>12.235266</td>\n",
       "      <td>1.012116</td>\n",
       "      <td>-0.406512</td>\n",
       "      <td>-0.411438</td>\n",
       "      <td>0.002771</td>\n",
       "      <td>-0.414016</td>\n",
       "      <td>...</td>\n",
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       "      <td>0</td>\n",
       "      <td>1.235994</td>\n",
       "      <td>2.317788</td>\n",
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       "      <td>2.864773</td>\n",
       "      <td>-0.005166</td>\n",
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       "      <td>0.008123</td>\n",
       "      <td>3.362553</td>\n",
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       "    <tr>\n",
       "      <th>6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be</th>\n",
       "      <td>298</td>\n",
       "      <td>1.468904</td>\n",
       "      <td>29.077316</td>\n",
       "      <td>5.979988</td>\n",
       "      <td>4.576625</td>\n",
       "      <td>1.023765</td>\n",
       "      <td>-0.289727</td>\n",
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       "      <td>-0.300324</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.220703</td>\n",
       "      <td>1.067275</td>\n",
       "      <td>-0.667962</td>\n",
       "      <td>1.302826</td>\n",
       "      <td>-0.004874</td>\n",
       "      <td>0.006778</td>\n",
       "      <td>0.004710</td>\n",
       "      <td>1.527379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6d7185ad-db69-4830-bddb-1bb1c13abc7e</th>\n",
       "      <td>240</td>\n",
       "      <td>0.339672</td>\n",
       "      <td>1.021795</td>\n",
       "      <td>10.597172</td>\n",
       "      <td>10.104293</td>\n",
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       "      <td>-0.392153</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.184059</td>\n",
       "      <td>2.149482</td>\n",
       "      <td>-1.046734</td>\n",
       "      <td>2.545114</td>\n",
       "      <td>-0.005276</td>\n",
       "      <td>0.015837</td>\n",
       "      <td>0.014932</td>\n",
       "      <td>2.899693</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6d76944e-9734-4b93-83bc-d67ffa517c8e</th>\n",
       "      <td>207</td>\n",
       "      <td>1.079977</td>\n",
       "      <td>3.019899</td>\n",
       "      <td>1.692237</td>\n",
       "      <td>4.002506</td>\n",
       "      <td>1.024167</td>\n",
       "      <td>-0.203160</td>\n",
       "      <td>-0.208070</td>\n",
       "      <td>0.003892</td>\n",
       "      <td>-0.210786</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1.226729</td>\n",
       "      <td>2.115903</td>\n",
       "      <td>-0.571179</td>\n",
       "      <td>2.595639</td>\n",
       "      <td>-0.004330</td>\n",
       "      <td>0.009728</td>\n",
       "      <td>0.008711</td>\n",
       "      <td>3.029996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6dba9a62-d2ea-4541-a01f-991c60a79b64</th>\n",
       "      <td>299</td>\n",
       "      <td>1.359001</td>\n",
       "      <td>2.181654</td>\n",
       "      <td>22.493120</td>\n",
       "      <td>6.730834</td>\n",
       "      <td>1.031784</td>\n",
       "      <td>-0.052522</td>\n",
       "      <td>-0.054191</td>\n",
       "      <td>0.004488</td>\n",
       "      <td>-0.055157</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.198953</td>\n",
       "      <td>2.268326</td>\n",
       "      <td>-0.929496</td>\n",
       "      <td>2.719615</td>\n",
       "      <td>-0.005345</td>\n",
       "      <td>0.014775</td>\n",
       "      <td>0.013774</td>\n",
       "      <td>3.132232</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>528 rows × 52 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                      B_ai1_fft_frequency_base200_max  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470                              299   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1                              299   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7                              299   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2                              267   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be                              283   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304                              262   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4                              276   \n",
       "126da872-2cb2-4390-8525-7c3a52412299                              298   \n",
       "195303fa-921d-44a5-8803-0bb687c03288                              262   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c                              298   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05                              289   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a                              292   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c                              299   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf                              299   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e                              297   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25                              299   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635                              274   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1                              299   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176                              299   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3                              261   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb                              265   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89                              299   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d                              299   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1                              299   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac                              275   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554                              277   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae                              299   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b                              261   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102                              261   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9                              299   \n",
       "...                                                               ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41                              298   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40                              298   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46                              295   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2                              244   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230                              298   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88                              297   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3                              292   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7                              298   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289                              298   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be                              293   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1                              297   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c                              291   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d                              281   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b                              299   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade                              299   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb                              265   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c                              299   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066                              298   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912                              298   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96                              266   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180                              292   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73                              251   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7                              299   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a                              299   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c                              293   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484                              238   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be                              298   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e                              240   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e                              207   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64                              299   \n",
       "\n",
       "                                      B_ai1_fft_frequency_var  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470                 1.225212   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1                 1.032664   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7                 1.772986   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2                 1.396042   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be                 0.881206   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304                 0.494921   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4                 1.220876   \n",
       "126da872-2cb2-4390-8525-7c3a52412299                 0.395333   \n",
       "195303fa-921d-44a5-8803-0bb687c03288                 0.678521   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c                 2.369614   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05                 1.313984   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a                 1.212602   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c                 2.974742   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf                 2.137827   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e                 1.193545   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25                 1.148393   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635                 1.898377   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1                 1.184337   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176                 0.782246   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3                 1.829272   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb                 0.390259   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89                 0.701644   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d                 2.856298   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1                 0.766907   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac                 1.202996   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554                 1.432766   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae                 2.712757   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b                 0.472476   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102                 0.451262   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9                 1.857334   \n",
       "...                                                       ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41                 1.881036   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40                 2.923775   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46                 0.558474   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2                 4.417996   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230                 4.072448   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88                 1.378018   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3                 0.559038   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7                 2.912529   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289                 1.075449   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be                 1.657118   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1                 0.686589   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c                 0.818965   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d                 1.553284   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b                 3.219781   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade                 2.982685   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb                 0.677855   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c                 3.351804   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066                 0.848088   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912                 2.847845   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96                 1.219831   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180                 3.446912   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73                 0.935953   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7                 1.159221   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a                 0.897490   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c                 1.440999   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484                 0.909378   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be                 1.468904   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e                 0.339672   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e                 1.079977   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64                 1.359001   \n",
       "\n",
       "                                      B_ai1_fft_y_base200_max  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470                 2.048782   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1                 2.747384   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7                36.441876   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2                 6.098225   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be                 4.455798   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304                 1.313459   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4                 1.534582   \n",
       "126da872-2cb2-4390-8525-7c3a52412299                 3.093733   \n",
       "195303fa-921d-44a5-8803-0bb687c03288                 1.502890   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c                71.783371   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05                 2.460474   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a                 1.847127   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c                79.985924   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf                13.916019   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e                 2.878007   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25                 4.167759   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635                 2.245752   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1                 6.742477   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176                 1.371970   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3                 5.066461   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb                 1.528697   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89                10.315516   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d                49.862473   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1                 1.974948   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac                 1.882841   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554                 5.382474   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae                10.230238   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b                 2.570136   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102                 2.520761   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9                28.163881   \n",
       "...                                                       ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41                21.099216   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40                49.216216   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46                 3.261104   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2                 3.733913   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230                11.575215   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88                 1.968985   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3                 7.733170   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7                10.447424   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289                 1.966024   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be                 2.924783   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1                12.012090   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c                 2.230503   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d                 4.819715   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b                11.111615   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade                38.711427   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb                 5.931522   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c                 8.755015   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066                 3.497765   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912                54.687821   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96                 3.352049   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180                 1.911263   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73                 2.130319   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7                 4.517683   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a                 4.408863   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c                 1.775369   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484                 1.677247   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be                29.077316   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e                 1.021795   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e                 3.019899   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64                 2.181654   \n",
       "\n",
       "                                      B_ai1_fft_y_base2_max  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470               5.692512   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1               6.981912   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7              20.091184   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2               7.292156   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be               4.101994   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304               2.778525   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4               6.242719   \n",
       "126da872-2cb2-4390-8525-7c3a52412299               1.695733   \n",
       "195303fa-921d-44a5-8803-0bb687c03288               3.534402   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c              16.655311   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05              11.695551   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a               5.432817   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c              20.733599   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf              48.746987   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e              10.436558   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25              12.855737   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635               2.985173   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1              18.084510   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176               6.904154   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3              20.315153   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb               4.861186   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89               8.233368   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d              57.557532   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1               4.485518   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac              15.098114   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554              17.141575   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae               3.689709   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b               5.910078   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102               3.122976   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9              23.848462   \n",
       "...                                                     ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41               4.974490   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40              18.156470   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46              11.678478   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2               4.242892   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230              23.799045   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88              11.361027   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3              22.793802   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7               6.477322   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289              18.298657   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be               7.607704   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1               5.056325   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c               7.692906   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d               6.159494   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b              13.471767   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade              12.832430   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb               2.481964   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c              32.255368   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066              15.755123   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912               5.975441   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96              25.820300   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180              13.476189   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73              11.831213   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7              18.053523   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a               9.440225   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c              12.512388   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484               5.842275   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be               5.979988   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e              10.597172   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e               1.692237   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64              22.493120   \n",
       "\n",
       "                                      B_ai1_fft_y_base_max  B_ai1_time_boxing  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470              1.784859           1.038665   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1              0.943253           1.034512   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7              2.630419           1.029498   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2              1.664586           1.020618   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be              2.308498           1.015281   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304              1.325629           1.083337   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4              4.019685           1.019263   \n",
       "126da872-2cb2-4390-8525-7c3a52412299              3.132783           1.015573   \n",
       "195303fa-921d-44a5-8803-0bb687c03288              1.492004           1.067112   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c              5.925803           1.032400   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05              1.590671           1.024623   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a              3.377959           1.022638   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c              4.372060           1.038505   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf              2.552072           1.038196   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e              0.679372           1.033555   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25              3.043015           1.027764   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635              0.605004           1.069709   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1              3.524300           1.060781   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176              2.788451           1.020241   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3              4.561386           1.060664   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb              2.526541           1.012970   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89              1.501387           1.014580   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d              5.504796           1.038608   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1              3.728327           1.021175   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac              1.991516           1.025402   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554              1.572587           1.019202   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae              0.461755           1.069044   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b              1.201616           1.039652   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102              1.161109           1.059991   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9              0.806081           1.018107   \n",
       "...                                                    ...                ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41              4.479752           1.019226   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40              5.911173           1.029092   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46              2.557271           1.011868   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2              5.917972           1.041803   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230              7.176369           1.051279   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88              9.761454           1.021245   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3              1.488118           1.008000   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7              5.199629           1.039877   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289              4.840235           1.015693   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be              9.380753           1.022841   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1             11.444263           1.013347   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c              5.471498           1.016028   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d              0.673260           1.031860   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b              3.518256           1.000144   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade              1.899856           1.043644   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb              3.819941           1.017743   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c              5.410427           1.036914   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066              9.220278           1.015473   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912              7.845494           1.038453   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96              1.814242           1.023219   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180              3.614673           1.038910   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73             10.142241           1.093429   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7              2.429537           1.015877   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a              5.531216           1.015983   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c              2.601376           1.018091   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484             12.235266           1.012116   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be              4.576625           1.023765   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e             10.104293           1.014698   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e              4.002506           1.024167   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64              6.730834           1.031784   \n",
       "\n",
       "                                      B_ai1_time_fengzhi  B_ai1_time_maichong  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470            0.388501             0.403522   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1           -0.069202            -0.071590   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7            0.030791             0.031700   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2           -0.258105            -0.263427   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be           -0.323909            -0.328859   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304            0.175120             0.189714   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4           -0.228425            -0.232825   \n",
       "126da872-2cb2-4390-8525-7c3a52412299           -0.424831            -0.431447   \n",
       "195303fa-921d-44a5-8803-0bb687c03288            0.120120             0.128181   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c           -0.110486            -0.114066   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05           -0.203730            -0.208746   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a           -0.071210            -0.072822   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c            0.001642             0.001705   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf            0.100097             0.103920   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e           -0.189082            -0.195426   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25           -0.105369            -0.108294   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635            0.383293             0.410012   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1            0.220879             0.234305   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176           -0.187174            -0.190963   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3            0.520715             0.552304   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb           -0.218434            -0.221267   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89           -0.243897            -0.247453   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d            0.091805             0.095350   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1           -0.275362            -0.281192   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac           -0.111454            -0.114285   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554           -0.305728            -0.311598   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae            0.390571             0.417538   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b           -0.085748            -0.089148   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102            0.197083             0.208906   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9           -0.171106            -0.174204   \n",
       "...                                                  ...                  ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41           -0.277776            -0.283116   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40           -0.227993            -0.234625   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46           -0.330695            -0.334620   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2            0.376173             0.391898   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230            0.255864             0.268985   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88           -0.177837            -0.181615   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3           -0.457437            -0.461096   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7            0.113229             0.117745   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289           -0.329068            -0.334232   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be           -0.201018            -0.205609   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1           -0.443785            -0.449708   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c           -0.348284            -0.353866   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d            0.084394             0.087083   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b           -0.945087            -0.945224   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade           -0.008891            -0.009279   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb           -0.260539            -0.265162   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c            0.174236             0.180668   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066           -0.221495            -0.224922   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912            0.157369             0.163421   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96           -0.191975            -0.196432   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180            0.045670             0.047447   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73            0.571562             0.624963   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7           -0.377391            -0.383383   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a           -0.299840            -0.304632   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c           -0.307841            -0.313410   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484           -0.406512            -0.411438   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be           -0.289727            -0.296613   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e           -0.383516            -0.389153   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e           -0.203160            -0.208070   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64           -0.052522            -0.054191   \n",
       "\n",
       "                                      B_ai1_time_std  B_ai1_time_yudu  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470        0.004940         0.412649   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1        0.004653        -0.072984   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7        0.004284         0.032206   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2        0.003583        -0.266302   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be        0.003082        -0.331482   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304        0.007377         0.200062   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4        0.003469        -0.235186   \n",
       "126da872-2cb2-4390-8525-7c3a52412299        0.003122        -0.434917   \n",
       "195303fa-921d-44a5-8803-0bb687c03288        0.006544         0.133416   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c        0.004504        -0.116067   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05        0.003933        -0.211487   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a        0.003767        -0.073702   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c        0.004930         0.001742   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf        0.004912         0.106184   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e        0.004590        -0.199013   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25        0.004172        -0.109945   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635        0.006727         0.428502   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1        0.006234         0.243058   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176        0.003569        -0.193001   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3        0.006308         0.573315   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb        0.002833        -0.222793   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89        0.003020        -0.249333   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d        0.004938         0.097425   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1        0.003643        -0.284283   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac        0.003995        -0.115864   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554        0.003474        -0.314787   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae        0.006714         0.436047   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b        0.004999        -0.091125   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102        0.006180         0.216339   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9        0.003382        -0.175874   \n",
       "...                                              ...              ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41        0.003501        -0.285999   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40        0.004315        -0.238366   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46        0.002695        -0.336704   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2        0.005142         0.401735   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230        0.005736         0.277433   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88        0.003636        -0.183704   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3        0.002242        -0.463001   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7        0.005050         0.120451   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289        0.003129        -0.336963   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be        0.003790        -0.208145   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1        0.002894        -0.452826   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c        0.003172        -0.356833   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d        0.004463         0.088639   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b        0.000297        -0.945292   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade        0.005311        -0.009506   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb        0.003336        -0.267672   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c        0.004829         0.184601   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066        0.003115        -0.226769   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912        0.004965         0.166970   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96        0.003820        -0.198841   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180        0.004946         0.048493   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73        0.008011         0.663972   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7        0.003168        -0.386552   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a        0.003186        -0.307173   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c        0.003395        -0.316414   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484        0.002771        -0.414016   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be        0.003879        -0.300324   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e        0.003037        -0.392153   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e        0.003892        -0.210786   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64        0.004488        -0.055157   \n",
       "\n",
       "                                           ...         F_ai2_ratio_base2  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470       ...                         0   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1       ...                         0   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7       ...                         1   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2       ...                         1   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be       ...                         1   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304       ...                         1   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4       ...                         1   \n",
       "126da872-2cb2-4390-8525-7c3a52412299       ...                         1   \n",
       "195303fa-921d-44a5-8803-0bb687c03288       ...                         1   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c       ...                         1   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05       ...                         1   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a       ...                         1   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c       ...                         0   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf       ...                         1   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e       ...                         0   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25       ...                         1   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635       ...                         1   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1       ...                         1   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176       ...                         1   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3       ...                         1   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb       ...                         1   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89       ...                         1   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d       ...                         0   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1       ...                         1   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac       ...                         1   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554       ...                         1   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae       ...                         1   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b       ...                         1   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102       ...                         1   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9       ...                         0   \n",
       "...                                        ...                       ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41       ...                         0   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40       ...                         0   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46       ...                         0   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2       ...                         0   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230       ...                         0   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88       ...                         0   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3       ...                         0   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7       ...                         1   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289       ...                         1   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be       ...                         0   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1       ...                         0   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c       ...                         0   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d       ...                         0   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b       ...                         0   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade       ...                         0   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb       ...                         0   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c       ...                         0   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066       ...                         0   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912       ...                         0   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96       ...                         0   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180       ...                         0   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73       ...                         0   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7       ...                         0   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a       ...                         1   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c       ...                         0   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484       ...                         0   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be       ...                         1   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e       ...                         0   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e       ...                         1   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64       ...                         0   \n",
       "\n",
       "                                      F_ai2_ratio_base3  F_ai2_time_boxing  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470                  1           1.217516   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1                  1           1.225452   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7                  1           1.273812   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2                  1           1.230791   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be                  1           1.231033   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304                  0           1.262944   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4                  1           1.240714   \n",
       "126da872-2cb2-4390-8525-7c3a52412299                  0           1.232335   \n",
       "195303fa-921d-44a5-8803-0bb687c03288                  1           1.265755   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c                  0           1.166170   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05                  1           1.234250   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a                  1           1.227666   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c                  0           1.216323   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf                  1           1.247678   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e                  0           1.254879   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25                  1           1.245400   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635                  1           1.286066   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1                  1           1.275111   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176                  1           1.278190   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3                  1           1.254957   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb                  1           1.287493   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89                  1           1.229776   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d                  0           1.216211   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1                  1           1.221057   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac                  1           1.240859   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554                  1           1.229994   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae                  1           1.239077   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b                  1           1.248801   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102                  1           1.274259   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9                  0           1.240012   \n",
       "...                                                 ...                ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41                  0           1.215960   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40                  0           1.225919   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46                  0           1.150702   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2                  0           1.140158   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230                  0           1.150056   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88                  0           1.202609   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3                  1           1.246874   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7                  0           1.208930   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289                  1           1.198955   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be                  0           1.197929   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1                  0           1.194695   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c                  1           1.155551   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d                  1           1.244366   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b                  0           1.175390   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade                  0           1.266141   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb                  0           1.171655   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c                  1           1.198200   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066                  0           1.237507   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912                  0           1.211341   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96                  0           1.229713   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180                  0           1.218482   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73                  0           1.248849   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7                  0           1.228477   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a                  1           1.190153   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c                  0           1.234704   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484                  0           1.235994   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be                  1           1.220703   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e                  0           1.184059   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e                  1           1.226729   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64                  0           1.198953   \n",
       "\n",
       "                                      F_ai2_time_fengzhi  F_ai2_time_kurt  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470            2.263744        -0.599957   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1            4.290608         0.108337   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7            2.640484         0.474159   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2            2.229051        -0.509024   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be            2.403267        -0.409865   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304            3.028231         0.329467   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4            1.947675        -0.004262   \n",
       "126da872-2cb2-4390-8525-7c3a52412299            2.602778        -0.140322   \n",
       "195303fa-921d-44a5-8803-0bb687c03288            3.775385         0.698100   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c            1.732437        -1.266263   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05            2.577674        -0.594900   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a            2.142335        -0.072423   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c            2.083162        -0.735865   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf            3.165071         0.268323   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e            2.805939         0.325331   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25            2.616390         0.503930   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635            3.909655         0.965483   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1            3.893374         0.460497   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176            3.776883         1.031159   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3            2.830608         0.337963   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb            4.798297         1.298505   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89            3.496210        -0.066179   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d            1.880252        -0.757602   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1            3.028153        -0.154960   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac            2.796248        -0.198193   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554            2.889887        -0.360574   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae            2.687833        -0.176435   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b            3.453145         0.162415   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102            3.742841         0.725147   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9            2.352512        -0.516173   \n",
       "...                                                  ...              ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41            1.850937         0.188904   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40            2.285010        -0.460802   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46            1.300020         0.237558   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2            1.738290        -1.360432   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230            1.952652        -1.252757   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88            1.982280        -0.890951   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3            2.556421         0.220243   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7            1.834293        -0.954829   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289            1.912152         0.553678   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be            2.179814        -0.815387   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1            2.537940        -0.807814   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c            1.971032        -1.139574   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d            2.701586        -0.398480   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b            2.047822        -1.008438   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade            2.438230         0.466014   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb            1.884048        -1.081688   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c            2.335592        -0.717803   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066            1.542905        -0.364964   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912            1.329483        -0.248046   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96            2.257334        -0.464093   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180            2.133005        -0.745409   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73            2.575967        -0.259502   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7            1.528960        -0.976503   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a            1.982480        -0.928246   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c            2.352260        -0.349810   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484            2.317788        -0.474152   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be            1.067275        -0.667962   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e            2.149482        -1.046734   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e            2.115903        -0.571179   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64            2.268326        -0.929496   \n",
       "\n",
       "                                      F_ai2_time_maichong  F_ai2_time_mean  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470             2.756144        -0.004374   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1             5.257934        -0.004426   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7             3.363479        -0.004422   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2             2.743496        -0.004446   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be             2.958500        -0.004333   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304             3.824486        -0.004461   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4             2.416507        -0.004403   \n",
       "126da872-2cb2-4390-8525-7c3a52412299             3.207495        -0.004312   \n",
       "195303fa-921d-44a5-8803-0bb687c03288             4.778711        -0.004527   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c             2.020316        -0.004438   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05             3.181494        -0.004519   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a             2.630073        -0.004472   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c             2.533799        -0.004342   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf             3.948990        -0.004374   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e             3.521114        -0.004435   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25             3.258453        -0.004484   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635             5.028076        -0.004379   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1             4.964486        -0.004317   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176             4.827573        -0.004391   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3             3.552290        -0.004372   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb             6.177773        -0.004476   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89             4.299557        -0.004367   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d             2.286784        -0.004369   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1             3.697547        -0.004398   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac             3.469749        -0.004450   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554             3.554544        -0.004429   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae             3.330431        -0.004355   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b             4.312292        -0.004460   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102             4.769351        -0.004471   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9             2.917143        -0.004886   \n",
       "...                                                   ...              ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41             2.250666        -0.004939   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40             2.801236        -0.004816   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46             1.495936        -0.004905   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2             1.981926        -0.004468   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230             2.245660        -0.005140   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88             2.383908        -0.005019   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3             3.187534        -0.004597   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7             2.217532        -0.004851   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289             2.292585        -0.004401   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be             2.611262        -0.004608   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1             3.032063        -0.004479   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c             2.277629        -0.004646   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d             3.361763        -0.004843   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b             2.406990        -0.004583   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade             3.087144        -0.004909   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb             2.207455        -0.004492   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c             2.798507        -0.004537   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066             1.909356        -0.005210   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912             1.610456        -0.004845   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96             2.775872        -0.004323   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180             2.599029        -0.005227   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73             3.216993        -0.005018   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7             1.878293        -0.005141   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a             2.359454        -0.004846   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c             2.904345        -0.005114   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484             2.864773        -0.005166   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be             1.302826        -0.004874   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e             2.545114        -0.005276   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e             2.595639        -0.004330   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64             2.719615        -0.005345   \n",
       "\n",
       "                                      F_ai2_time_rms  F_ai2_time_std  \\\n",
       "008f7e74-7455-4da8-9170-efc9c8b47470        0.012771        0.011999   \n",
       "00cb3f19-6216-429c-9537-973e60a863a1        0.010761        0.009808   \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7        0.011626        0.010752   \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2        0.010798        0.009840   \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be        0.008060        0.006796   \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304        0.012103        0.011251   \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4        0.007494        0.006064   \n",
       "126da872-2cb2-4390-8525-7c3a52412299        0.008613        0.007456   \n",
       "195303fa-921d-44a5-8803-0bb687c03288        0.011318        0.010373   \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c        0.013110        0.012336   \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05        0.009891        0.008798   \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a        0.006733        0.005033   \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c        0.010083        0.009100   \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf        0.010206        0.009221   \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e        0.010330        0.009330   \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25        0.007109        0.005516   \n",
       "5ad21399-0206-4266-b0f3-a42454d44635        0.011620        0.010763   \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1        0.019688        0.019208   \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176        0.011418        0.010539   \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3        0.007815        0.006477   \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb        0.012316        0.011474   \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89        0.011169        0.010280   \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d        0.009282        0.008189   \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1        0.011793        0.010942   \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac        0.009013        0.007838   \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554        0.010718        0.009760   \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae        0.013065        0.012318   \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b        0.011844        0.010972   \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102        0.012480        0.011651   \n",
       "001c743d-d96c-4581-9c92-12629bee52f9        0.015941        0.015174   \n",
       "...                                              ...             ...   \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41        0.006959        0.004902   \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40        0.008699        0.007244   \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46        0.005845        0.003177   \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2        0.019242        0.018716   \n",
       "6bc9ac66-9f0c-45a4-931b-473eaea42230        0.023556        0.022988   \n",
       "6be03a2d-5667-475e-ad34-5c5135746c88        0.013982        0.013051   \n",
       "6be95ed2-4d36-4851-94a4-d991a8e341d3        0.009148        0.007909   \n",
       "6bf07a0a-6d83-4a45-90ea-749154af29d7        0.010373        0.009170   \n",
       "6bf5bde3-fa9c-49a0-98e3-fa227cc6e289        0.006023        0.004111   \n",
       "6bfd0f15-a6c3-43f6-92be-db5ddfa129be        0.013883        0.013096   \n",
       "6c04afb8-8170-4ff5-91ed-a66878efd6d1        0.018402        0.017848   \n",
       "6c0ef54d-6cc4-4821-b62f-2760022ad32c        0.042230        0.041973   \n",
       "6c47b6b1-5c43-4d07-badd-6623ee23245d        0.009596        0.008285   \n",
       "6c691a18-4da4-411b-9bbc-5960dc75ec2b        0.022782        0.022316   \n",
       "6c6ae749-8273-4052-8885-ac60dcbb3ade        0.010354        0.009117   \n",
       "6c7edd6e-cb36-403e-838c-3f54f49a6dbb        0.017755        0.017177   \n",
       "6c87d766-fe89-4219-b177-9124f2ef3d3c        0.021865        0.021389   \n",
       "6c8f668a-d8d0-49da-bc42-6a6d1f84c066        0.008332        0.006502   \n",
       "6c9dbc6e-d2ee-4a43-b4c9-e4e4e3ead912        0.006551        0.004409   \n",
       "6cc852ce-b99d-4aa1-bcb3-4346f6c0fe96        0.010000        0.009017   \n",
       "6ccf3d5b-f7b9-4e16-a494-00ffb0da2180        0.012779        0.011661   \n",
       "6cd1fb2d-0c96-4d8d-bfe4-3813df659e73        0.010574        0.009308   \n",
       "6ce5e337-3fa7-4520-8d23-d8c94cabdcc7        0.008504        0.006775   \n",
       "6cf343e2-92fe-4ccd-a440-bf492393d27a        0.013150        0.012225   \n",
       "6d2d7ba1-b047-4805-9e45-c5645af3e36c        0.013156        0.012122   \n",
       "6d3b74a3-84c4-4018-80b4-8e6d56082484        0.009626        0.008123   \n",
       "6d4028d5-9f3c-459b-9dbc-bd8b6b91d3be        0.006778        0.004710   \n",
       "6d7185ad-db69-4830-bddb-1bb1c13abc7e        0.015837        0.014932   \n",
       "6d76944e-9734-4b93-83bc-d67ffa517c8e        0.009728        0.008711   \n",
       "6dba9a62-d2ea-4541-a01f-991c60a79b64        0.014775        0.013774   \n",
       "\n",
       "                                      F_ai2_time_yudu  \n",
       "008f7e74-7455-4da8-9170-efc9c8b47470         3.195974  \n",
       "00cb3f19-6216-429c-9537-973e60a863a1         6.098611  \n",
       "00eeaa90-faf4-4cb8-8526-85e7c87f99a7         4.004611  \n",
       "033441d4-3d30-4cb1-bf21-97990d1b4af2         3.208265  \n",
       "036df4a9-6c3d-4d4d-a520-0bc3cfc1e2be         3.459875  \n",
       "0d0f3de0-ae5f-45da-b72c-d3c3367ce304         4.533047  \n",
       "0d8afc35-eb0f-484b-897c-dbf7415be2f4         2.835765  \n",
       "126da872-2cb2-4390-8525-7c3a52412299         3.745734  \n",
       "195303fa-921d-44a5-8803-0bb687c03288         5.646187  \n",
       "1c215a96-ec11-4b53-a808-ac887add0d3c         2.278312  \n",
       "2aa65bf8-40d9-4c9a-ad3c-621ed60baa05         3.736677  \n",
       "313c6f1b-7cdc-4941-af3b-2d01fb33913a         3.072126  \n",
       "3be2c3da-48a6-4265-81a4-00d5f578975c         2.943806  \n",
       "44bbe465-3d08-4bb3-914a-4963f1e7d4bf         4.634171  \n",
       "4d28f440-a6db-404b-ac2c-0cb574a91b0e         4.143427  \n",
       "53dd6d47-fdf5-4af6-9106-205f7f2f9d25         3.840604  \n",
       "5ad21399-0206-4266-b0f3-a42454d44635         6.017431  \n",
       "6049ef95-d1a5-4d0e-b532-1bbf55e8e8d1         5.902212  \n",
       "61eb9882-a447-43af-a3a7-b7f3b80f4176         5.748457  \n",
       "71d9085d-c62f-4a68-a7c1-e8676e5af7b3         4.196462  \n",
       "7a75f542-6a5f-418a-a7fd-c2e10b12c6bb         7.377041  \n",
       "7c66b4a4-ac9a-4cbe-acbc-b578f3a46e89         5.016177  \n",
       "7e190a38-dac6-4400-b642-0aebb38d8b9d         2.655894  \n",
       "806de1d7-0c58-44e3-a958-e958f368eab1         4.279123  \n",
       "8c8466e6-92a3-4c7d-a08a-d44e26b53eac         4.076694  \n",
       "8d4cf59f-187d-4d46-aba1-47e9c0cf8554         4.146256  \n",
       "9496b2dd-cf29-4064-ba5f-f5011906eaae         3.906932  \n",
       "95bcc4e1-dc0f-4db4-8691-b0ecad66b98b         5.071626  \n",
       "9acad80c-27ca-4b67-b0ea-a53827dc1102         5.668214  \n",
       "001c743d-d96c-4581-9c92-12629bee52f9         3.430182  \n",
       "...                                               ...  \n",
       "6b4f5e37-8eb5-4efa-a783-ba8303534b41         2.596702  \n",
       "6b703cbe-d8e6-49dc-a820-e393cc938e40         3.270423  \n",
       "6b95bdfc-b43a-4614-98ab-bba8c3f74a46         1.659103  \n",
       "6b9c153a-234a-4747-82cd-928590bab7c2         2.199151  \n",
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       "\n",
       "[528 rows x 52 columns]"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
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   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
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